Name: Dennis Treder-Tschechlov
Type: User
Company: University of Stuttgart
Bio: PhD Candidate and Research Scientist for Data Management and Machine Learning. Currently focusing on Automated Machine Learning (AutoML) for clustering analyses
Location: Stuttgart
Dennis Treder-Tschechlov's Projects
Automated Machine Learning with scikit-learn
Implementation of AutoEncoder in PyTorch for k-Means Clustering
Implementation of "AutoML4Clust: Efficient AutoML for Clustering Analyses", published at EDBT 2021.
Graphical Java application for managing bibtex (.bib) databases
Demonstration of using k-Means to cluster images of handwritten digits (MNIST dataset). Source Code for corresponding article on Medium.
Improved Lecture Notes in Computer Science (LNCS) template
Implementation of "ML2DAC: Meta-Learning to Democratize AutoML for Clustering Analyses", published at SIGMOD 2023. The paper has awarded the "reproducibility" badge by SIGMOD's reproducibility reviewers.
LaTeX template for Master, Bachelor, Diploma, and Student Theses
scikit-learn: machine learning in Python
Sequential Model-based Algorithm Configuration
Analyzes C# source code to enforce a set of style and consistency rules.